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researcher

Julius Pfrommer

10 papers hereh-index 61k citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author10

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.LG2
  • stat.ML1
same name
  • Julius Pfrommer — 6 papers, h 15

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedInformed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems

806 citations · 810 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.CV2023

Attention-based Part Assembly for 3D Volumetric Shape Modeling

Chengzhi Wu, Junwei Zheng, Julius Pfrommer +1

Modeling a 3D volumetric shape as an assembly of decomposed shape parts is much more challenging, but semantically more valuable than direct reconstruction from a full shape repres…

cs.CV2023★ 3 cited

Attention-based Point Cloud Edge Sampling

Chengzhi Wu, Junwei Zheng, Julius Pfrommer +1

Point cloud sampling is a less explored research topic for this data representation. The most commonly used sampling methods are still classical random sampling and farthest point…

cs.CV2023

SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning

Chengzhi Wu, Linxi Qiu, Kanran Zhou +2

In this paper, we develop a novel benchmark suite including both a 2D synthetic image dataset and a 3D synthetic point cloud dataset. Our work is a sub-task in the framework of a r…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.